CA3055749A1 - Systeme et procedes automatises de debruitage robuste adaptatif d'ensembles de donnees sismiques a grande echelle - Google Patents
Systeme et procedes automatises de debruitage robuste adaptatif d'ensembles de donnees sismiques a grande echelle Download PDFInfo
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- CA3055749A1 CA3055749A1 CA3055749A CA3055749A CA3055749A1 CA 3055749 A1 CA3055749 A1 CA 3055749A1 CA 3055749 A CA3055749 A CA 3055749A CA 3055749 A CA3055749 A CA 3055749A CA 3055749 A1 CA3055749 A1 CA 3055749A1
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Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
- G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
- G01V1/36—Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
- G01V1/364—Seismic filtering
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
- G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
- G01V1/36—Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
- G01V1/364—Seismic filtering
- G01V1/368—Inverse filtering
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
- G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
- G01V1/32—Transforming one recording into another or one representation into another
- G01V1/325—Transforming one representation into another
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/30—Noise handling
- G01V2210/32—Noise reduction
- G01V2210/324—Filtering
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/30—Noise handling
- G01V2210/32—Noise reduction
- G01V2210/324—Filtering
- G01V2210/3246—Coherent noise, e.g. spatially coherent or predictable
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/30—Noise handling
- G01V2210/32—Noise reduction
- G01V2210/324—Filtering
- G01V2210/3248—Incoherent noise, e.g. white noise
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- Engineering & Computer Science (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Geology (AREA)
- Environmental & Geological Engineering (AREA)
- Acoustics & Sound (AREA)
- General Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Geophysics (AREA)
- Geophysics And Detection Of Objects (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Circuit For Audible Band Transducer (AREA)
- Radar Systems Or Details Thereof (AREA)
Abstract
Selon l'invention, des données d'étude sismique sont reçues, indexées en ensembles d'indices, et chaque ensemble d'indices est divisé en blocs de données. Pour chaque bloc de données particulier d'un ensemble d'indices particulier, le bloc de données particulier est découpé en tranches de fréquence. Pour chaque tranche de fréquence particulière du bloc de données particulier, la tranche de fréquence particulière est traitée pour éliminer le bruit aléatoire et erratique par : la formation d'une matrice de Hankel à partir de la tranche de fréquence particulière ; la détermination d'un rang optimal pour la matrice de Hankel, la détermination d'un signal propre et d'un bruit erratique à partir de la matrice de Hankel classée, et le renvoi du signal propre et du bruit erratique pour la tranche de fréquence particulière. Un signal propre est assemblé à partir des ensembles d'indices.
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762468668P | 2017-03-08 | 2017-03-08 | |
| US62/468,668 | 2017-03-08 | ||
| PCT/US2018/021081 WO2018165114A1 (fr) | 2017-03-08 | 2018-03-06 | Système et procédés automatisés de débruitage robuste adaptatif d'ensembles de données sismiques à grande échelle |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA3055749A1 true CA3055749A1 (fr) | 2018-09-13 |
Family
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA3055749A Pending CA3055749A1 (fr) | 2017-03-08 | 2018-03-06 | Systeme et procedes automatises de debruitage robuste adaptatif d'ensembles de donnees sismiques a grande echelle |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US11243322B2 (fr) |
| EP (1) | EP3593173A1 (fr) |
| JP (1) | JP2020511645A (fr) |
| CN (1) | CN110869815B (fr) |
| AU (1) | AU2018231078A1 (fr) |
| CA (1) | CA3055749A1 (fr) |
| SA (1) | SA519410052B1 (fr) |
| WO (1) | WO2018165114A1 (fr) |
Families Citing this family (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11061159B2 (en) | 2017-10-20 | 2021-07-13 | Pgs Geophysical As | Electromagnetic response data inversion using singular value decomposition |
| EP3857268B1 (fr) * | 2018-09-30 | 2024-10-23 | Shearwater Geoservices Software Inc. | Récupération de signal fondée sur un apprentissage automatique |
| US11662492B2 (en) * | 2018-10-25 | 2023-05-30 | Saudi Arabian Oil Company | Seismic random noise attenuation |
| CN110174651B (zh) * | 2019-05-16 | 2022-11-18 | 河海大学 | 基于低秩Hankel矩阵补全的气象雷达风电场杂波抑制方法 |
| CN110610467B (zh) * | 2019-09-11 | 2022-04-15 | 杭州当虹科技股份有限公司 | 一种基于深度学习的多帧视频去压缩噪声方法 |
| US11410336B2 (en) * | 2019-10-01 | 2022-08-09 | The Boeing Company | Visual signal processing of signals |
| CN110596758B (zh) * | 2019-10-21 | 2021-03-30 | 中国石油化工股份有限公司 | 一种地震信号低频能量补偿方法 |
| CN111312272A (zh) * | 2020-03-19 | 2020-06-19 | 西安石油大学 | 一种用于减少近井声数据集中噪声信号的产品、方法及系统 |
| CN111737393B (zh) * | 2020-07-01 | 2023-10-27 | 自然资源部四川基础地理信息中心(自然资源部四川测绘资料档案馆) | 一种web环境下矢量数据自适管理方法及系统 |
| CN112098983B (zh) * | 2020-09-14 | 2023-11-28 | 中国科学院声学研究所 | 基于空域解卷积处理的浅海水平阵被动定位方法及系统 |
| CN112882023A (zh) * | 2021-01-20 | 2021-06-01 | 西安交通大学 | 探地雷达数据中钢筋网屏蔽干扰的压制方法、介质及设备 |
| CN112859169B (zh) * | 2021-03-08 | 2024-10-29 | 中国石油天然气集团有限公司 | 一种高维叠前地震数据滤波方法及装置 |
| CN113009560B (zh) * | 2021-03-23 | 2022-03-29 | 中国地质大学(武汉) | 一种地震数据重建方法、装置、设备及存储介质 |
| CN113109873B (zh) * | 2021-04-20 | 2022-11-29 | 吉林大学 | 一种基于秩残差约束的沙漠地区地震信号噪声抑制方法 |
| CN113203969B (zh) * | 2021-04-29 | 2022-08-16 | 杭州微影医疗科技有限公司 | 干扰消除方法、介质及设备 |
| WO2023034875A1 (fr) | 2021-08-31 | 2023-03-09 | Saudi Arabian Oil Company | Surveillance quantitative de fracturation hydraulique à partir d'une détection par fibre optique à l'aide de l'apprentissage automatique |
| US12085687B2 (en) | 2022-01-10 | 2024-09-10 | Saudi Arabian Oil Company | Model-constrained multi-phase virtual flow metering and forecasting with machine learning |
| CN114460633B (zh) * | 2022-01-19 | 2023-03-31 | 吉林大学 | 基于加权框架变换-低维流形模型的地震去噪与插值方法 |
| US12253642B2 (en) | 2022-04-11 | 2025-03-18 | Schlumberger Technology Corporation | Quantifying diversity in seismic datasets |
| CN114966861B (zh) * | 2022-05-17 | 2024-03-26 | 成都理工大学 | 基于Lp伪范数和γ范数稀疏低秩约束的地震去噪方法 |
| CN115061203B (zh) * | 2022-05-25 | 2024-10-01 | 华北科技学院 | 一种基于频域奇异值分解的矿山单通道微震信号降噪方法及应用 |
| CN115115553A (zh) * | 2022-08-26 | 2022-09-27 | 华伦医疗用品(深圳)有限公司 | 一种内窥镜图像降噪处理方法、电子设备及系统 |
| CN115657125B (zh) * | 2022-11-09 | 2024-03-26 | 河北地质大学 | 地震数据重建与去噪的方法、装置和电子设备 |
| CN115755176B (zh) * | 2022-11-22 | 2023-06-13 | 南方科技大学 | 利用频率汉克尔变换分离波场的面波勘探方法及相关装置 |
| CN116468118A (zh) * | 2023-04-19 | 2023-07-21 | 广东电网有限责任公司 | 一种电力线载波三维噪音库的构建方法及装置 |
| CN119717014B (zh) * | 2023-09-27 | 2025-09-23 | 中国石油天然气股份有限公司 | 一种分区自适应地震多次波压制方法、系统、设备和介质 |
| CN118169756B (zh) * | 2024-03-19 | 2025-04-08 | 哈尔滨工业大学 | 基于快速低秩预测的非规则网格高维地震数据重构方法 |
| CN118293793B (zh) * | 2024-06-06 | 2024-08-02 | 山东泰洁新材料有限公司 | 一种基于人工智能的自动关闭包装盒的尺寸快速测量方法 |
| CN119738871B (zh) * | 2024-12-17 | 2025-11-11 | 成都理工大学 | 一种基于融合增强低秩性和梯度平滑性的地震数据去噪方法和装置 |
| CN120950954A (zh) * | 2025-10-15 | 2025-11-14 | 苏州尧圣智能科技有限公司 | 一种基于生成对抗网络的spr噪声数据智能去除方法 |
Family Cites Families (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5287328A (en) * | 1993-01-28 | 1994-02-15 | Mobil Oil Corporation | Method for removing random source and receiver noise from seismic traces |
| US7363200B2 (en) * | 2004-02-05 | 2008-04-22 | Honeywell International Inc. | Apparatus and method for isolating noise effects in a signal |
| US7447114B2 (en) | 2005-08-31 | 2008-11-04 | Geotrace Technologies, Inc. | Non-linear seismic trace matching to well logs |
| US7616524B1 (en) | 2006-08-25 | 2009-11-10 | The University Of Tulsa | Wavelet based intercept attribute for seismic exploration |
| CA2726453C (fr) | 2008-08-11 | 2016-07-26 | Exxonmobil Upstream Research Company | Suppression du bruit des ondes de surface dans des donnees sismiques |
| CN102939546B (zh) | 2010-03-01 | 2015-07-29 | Bp北美公司 | 用于在地震处理中的局部属性匹配的系统和方法 |
| CN102854533B (zh) * | 2011-07-01 | 2016-02-03 | 中国石油化工股份有限公司 | 一种基于波场分离原理提高地震资料信噪比的去噪方法 |
| US9772415B2 (en) | 2011-08-05 | 2017-09-26 | Saudi Arabian Oil Company | Correcting time lapse seismic data for overburden and recording effects |
| US9360577B2 (en) * | 2012-01-31 | 2016-06-07 | Cgg Services Sa | Method and apparatus for processing seismic data |
| CN102707314B (zh) | 2012-05-28 | 2014-05-28 | 中国石油集团川庆钻探工程有限公司地球物理勘探公司 | 一种多路径双谱域混合相位子波反褶积方法 |
| US9261614B2 (en) * | 2012-06-18 | 2016-02-16 | Halliburton Energy Services, Inc. | Statistics-based seismic event detection |
| CN102749648B (zh) | 2012-07-04 | 2014-07-23 | 浙江大学 | 利用不同深度震源提高海上地震数据分辨率的分频匹配滤波方法 |
| CN102998703B (zh) | 2012-11-23 | 2015-07-08 | 中国石油大学(北京) | 基于地表一致性反褶积进行储层预测的方法及设备 |
| CA2897579A1 (fr) * | 2013-01-22 | 2014-07-31 | Cgg Services Sa | Systemes et procedes pour debruitage directionnel multivolume |
| AU2014201436A1 (en) * | 2013-03-22 | 2014-10-09 | Cgg Services Sa | System and method for interpolating seismic data |
| US9864084B2 (en) | 2013-06-07 | 2018-01-09 | Cgg Services Sas | Coherent noise attenuation method |
| EP3025170B1 (fr) | 2013-07-23 | 2021-11-03 | CGG Services SAS | Procédé de désignature de données sismiques acquises à l'aide d'une source mobile et système de traitement de données sismiques |
| CN104459797B (zh) * | 2013-09-22 | 2017-05-03 | 中国石油化工股份有限公司 | 一种井中微地震事件识别和拾取的方法 |
| CN103645507B (zh) | 2013-11-20 | 2016-04-06 | 中国石油集团川庆钻探工程有限公司地球物理勘探公司 | 地震记录的处理方法 |
| US20160377751A1 (en) | 2013-11-27 | 2016-12-29 | Cgg Services Sa | Systems and methods for identifying s-wave refractions utilizing supervirtual refraction interferometry |
| WO2015118409A2 (fr) | 2014-02-10 | 2015-08-13 | Cgg Services Sa | Système et procédé de traitement de données sismiques d'ensembles de données sismiques avec un échantillonnage spatial différent et des largeurs de bande temporelles différentes |
| CN104483704B (zh) | 2014-11-17 | 2018-05-08 | 中国石油化工股份有限公司 | 基于avo异常类型约束的剩余相位校正方法 |
| US11635539B2 (en) | 2015-04-30 | 2023-04-25 | Saudi Arabian Oil Company | Imaging shallow heterogeneities based on near-surface scattered elastic waves |
| US11092709B2 (en) | 2016-11-17 | 2021-08-17 | Saudi Arabian Oil Company | Use of wavelet cross-correlation for virtual source denoising |
-
2018
- 2018-03-06 JP JP2019548914A patent/JP2020511645A/ja active Pending
- 2018-03-06 AU AU2018231078A patent/AU2018231078A1/en not_active Abandoned
- 2018-03-06 WO PCT/US2018/021081 patent/WO2018165114A1/fr not_active Ceased
- 2018-03-06 EP EP18713473.9A patent/EP3593173A1/fr not_active Withdrawn
- 2018-03-06 CA CA3055749A patent/CA3055749A1/fr active Pending
- 2018-03-06 CN CN201880030309.1A patent/CN110869815B/zh active Active
- 2018-03-07 US US15/914,802 patent/US11243322B2/en active Active
-
2019
- 2019-09-05 SA SA519410052A patent/SA519410052B1/ar unknown
Also Published As
| Publication number | Publication date |
|---|---|
| CN110869815A (zh) | 2020-03-06 |
| AU2018231078A1 (en) | 2019-10-10 |
| WO2018165114A1 (fr) | 2018-09-13 |
| JP2020511645A (ja) | 2020-04-16 |
| EP3593173A1 (fr) | 2020-01-15 |
| CN110869815B (zh) | 2022-03-29 |
| SA519410052B1 (ar) | 2022-04-07 |
| US11243322B2 (en) | 2022-02-08 |
| US20180259664A1 (en) | 2018-09-13 |
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